An overview and comparison of supervised data mining techniques for student exam performance prediction

N Tomasevic, N Gvozdenovic, S Vranes - Computers & education, 2020 - Elsevier
Recent increase in the availability of learning data has given educational data mining an
importance and momentum, in order to better understand and optimize the learning process …

Artificial neural networks for educational data mining in higher education: A systematic literature review

E Okewu, P Adewole, S Misra… - Applied Artificial …, 2021 - Taylor & Francis
Efforts to raise the bar of higher education so as to respond to dynamic societal/industry
needs have led to a number of initiatives, including artificial neural network (ANN) based …

Predicting academic performance of students from VLE big data using deep learning models

H Waheed, SU Hassan, NR Aljohani, J Hardman… - Computers in Human …, 2020 - Elsevier
The abundance of accessible educational data, supported by the technology-enhanced
learning platforms, provides opportunities to mine learning behavior of students, addressing …

Teaching with analytics: Towards a situated model of instructional decision-making

AF Wise, Y Jung - Journal of Learning Analytics, 2019 - learning-analytics.info
The process of using analytic data to inform instructional decision-making is acknowledged
to be complex; however, details of how it occurs in authentic teaching contexts have not …

Data entry: Towards the critical study of digital data and education

N Selwyn - Learning, Media and Technology, 2015 - Taylor & Francis
The generation and processing of data through digital technologies is an integral element of
contemporary society, as reflected in recent debates over online data privacy,'Big Data'and …

Formative assessment strategies for students' conceptions—The potential of learning analytics

J Stanja, W Gritz, J Krugel, A Hoppe… - British Journal of …, 2023 - Wiley Online Library
Formative assessment is considered to be helpful in students' learning support and teaching
design. Following Aufschnaiter's and Alonzo's framework, formative assessment practices of …

Where is the evidence? A call to action for learning analytics

R Ferguson, D Clow - Proceedings of the seventh international learning …, 2017 - dl.acm.org
Where is the evidence for learning analytics? In particular, where is the evidence that it
improves learning in practice? Can we rely on it? Currently, there are vigorous debates …

[HTML][HTML] Educación a distancia y virtual: calidad, disrupción, aprendizajes adaptativo y móvil

LG Aretio - RIED. Revista Iberoamericana de Educación a …, 2017 - redalyc.org
Frente a las resistencias, la educación a distancia y digital va tomando ventaja sobre los
formatos presenciales. Cuando los diseños pedagógicos son acertados, la calidad de los …

Designing pedagogical interventions to support student use of learning analytics

AF Wise - Proceedings of the fourth international conference on …, 2014 - dl.acm.org
This article addresses a relatively unexplored area in the emerging field of learning
analytics, the design of learning analytics interventions. A learning analytics intervention is …